AutoML Leaderboard

Best model name model_type metric_type metric_value train_time
1_Baseline Baseline logloss 1.19587 1.27
the best 2_DecisionTree Decision Tree logloss 3e-06 24.73
3_Linear Linear logloss 0.324275 10.41
4_Default_Xgboost Xgboost logloss 0.0161751 14.55
5_Default_NeuralNetwork Neural Network logloss 0.343986 1.97
6_Default_RandomForest Random Forest logloss 3e-06 14.4
Ensemble Ensemble logloss 3e-06 0.31

AutoML Performance

AutoML Performance

AutoML Performance Boxplot

AutoML Performance Boxplot

Features Importance

features importance across models

Spearman Correlation of Models

models spearman correlation